Edge Impulse Experts / Endoscopy_v1 Public

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Endoscopy_v1

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Data (354 items)

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val_normal_ (491)

ID: 172448803

Label: normal

test_esophagitis_ (58)

ID: 172448877

Label: esophagitis

test_esophagitis_ (86)

ID: 172448860

Label: esophagitis

test_esophagitis_ (36)

ID: 172448894

Label: esophagitis

test_normal_ (68)

ID: 172449032

Label: normal

test_polyps_ (52)

ID: 172448961

Label: polyps

test_normal_ (60)

ID: 172449044

Label: normal

test_polyps_ (65)

ID: 172448943

Label: polyps

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

100.0%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

1602 ms.

Peak RAM usage

346.9K

Flash usage

571.8K

Run this model

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Dataset summary

Data collected

354 items

Labels

esophagitis, normal, polyps

Project info

Project ID	163127
Project version	1
License	Apache 2.0
No. of views	37,163
No. of clones	15